Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 20343 |
| Missing cells | 11797 |
| Missing cells (%) | 4.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 3 |
Name has a high cardinality: 19976 distinct values | High cardinality |
Mechanics has a high cardinality: 7381 distinct values | High cardinality |
ID is highly overall correlated with Year Published | High correlation |
Year Published is highly overall correlated with ID | High correlation |
Play Time is highly overall correlated with Complexity Average | High correlation |
Users Rated is highly overall correlated with BGG Rank and 1 other fields | High correlation |
Rating Average is highly overall correlated with BGG Rank and 1 other fields | High correlation |
BGG Rank is highly overall correlated with Users Rated and 2 other fields | High correlation |
Complexity Average is highly overall correlated with Play Time and 1 other fields | High correlation |
Owned Users is highly overall correlated with Users Rated and 1 other fields | High correlation |
Mechanics has 1598 (7.9%) missing values | Missing |
Domains has 10159 (49.9%) missing values | Missing |
Max Players is highly skewed (γ1 = 43.49841135) | Skewed |
Play Time is highly skewed (γ1 = 73.63777821) | Skewed |
Name is uniformly distributed | Uniform |
BGG Rank is uniformly distributed | Uniform |
BGG Rank has unique values | Unique |
Play Time has 556 (2.7%) zeros | Zeros |
Min Age has 1251 (6.1%) zeros | Zeros |
Complexity Average has 426 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-14 08:38:13.247724 |
|---|---|
| Analysis finished | 2023-06-14 08:38:29.629861 |
| Duration | 16.38 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
ID
Real number (ℝ)
| Distinct | 20327 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108216.25 |
| Minimum | 1 |
|---|---|
| Maximum | 331787 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1365.6 |
| Q1 | 11029 |
| median | 88931 |
| Q3 | 192939.5 |
| 95-th percentile | 277168.1 |
| Maximum | 331787 |
| Range | 331786 |
| Interquartile range (IQR) | 181910.5 |
Descriptive statistics
| Standard deviation | 98682.097 |
|---|---|
| Coefficient of variation (CV) | 0.91189726 |
| Kurtosis | -1.2733255 |
| Mean | 108216.25 |
| Median Absolute Deviation (MAD) | 82263 |
| Skewness | 0.41644421 |
| Sum | 2.1997116 × 109 |
| Variance | 9.7381563 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 174430 | 1 | < 0.1% |
| 39029 | 1 | < 0.1% |
| 12479 | 1 | < 0.1% |
| 120444 | 1 | < 0.1% |
| 11466 | 1 | < 0.1% |
| 158236 | 1 | < 0.1% |
| 12963 | 1 | < 0.1% |
| 220199 | 1 | < 0.1% |
| 174218 | 1 | < 0.1% |
| 7931 | 1 | < 0.1% |
| Other values (20317) | 20317 | |
| (Missing) | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 331787 | 1 | |
| 329465 | 1 | |
| 328871 | 1 | |
| 326624 | 1 | |
| 326485 | 1 | |
| 325635 | 1 | |
| 325555 | 1 | |
| 325494 | 1 | |
| 325022 | 1 | |
| 324345 | 1 |
Name
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 19976 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.1 KiB |
| Robin Hood | 6 |
|---|---|
| Gettysburg | 4 |
| Saga | 4 |
| Chaos | 4 |
| Cosmic Encounter | 4 |
| Other values (19971) |
Length
| Max length | 107 |
|---|---|
| Median length | 85 |
| Mean length | 18.434253 |
| Min length | 1 |
Characters and Unicode
| Total characters | 375008 |
|---|---|
| Distinct characters | 268 |
| Distinct categories | 19 ? |
| Distinct scripts | 8 ? |
| Distinct blocks | 14 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19653 ? |
|---|---|
| Unique (%) | 96.6% |
Sample
| 1st row | Gloomhaven |
|---|---|
| 2nd row | Pandemic Legacy: Season 1 |
| 3rd row | Brass: Birmingham |
| 4th row | Terraforming Mars |
| 5th row | Twilight Imperium: Fourth Edition |
Common Values
| Value | Count | Frequency (%) |
| Robin Hood | 6 | < 0.1% |
| Gettysburg | 4 | < 0.1% |
| Saga | 4 | < 0.1% |
| Chaos | 4 | < 0.1% |
| Cosmic Encounter | 4 | < 0.1% |
| Gangster | 4 | < 0.1% |
| Maya | 3 | < 0.1% |
| Kung Fu | 3 | < 0.1% |
| Polarity | 3 | < 0.1% |
| War of the Ring | 3 | < 0.1% |
| Other values (19966) | 20305 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| the | 3987 | 6.5% |
| of | 2178 | 3.6% |
| game | 1372 | 2.2% |
| 885 | 1.4% | |
| war | 546 | 0.9% |
| edition | 505 | 0.8% |
| in | 475 | 0.8% |
| a | 376 | 0.6% |
| card | 369 | 0.6% |
| battle | 341 | 0.6% |
| Other values (15953) | 50156 |
Most occurring characters
| Value | Count | Frequency (%) |
| 40896 | 10.9% | |
| e | 33256 | 8.9% |
| a | 27177 | 7.2% |
| o | 21800 | 5.8% |
| r | 21129 | 5.6% |
| i | 20184 | 5.4% |
| n | 18869 | 5.0% |
| t | 18489 | 4.9% |
| s | 15457 | 4.1% |
| l | 13043 | 3.5% |
| Other values (258) | 144708 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 261681 | |
| Uppercase Letter | 55344 | 14.8% |
| Space Separator | 40897 | 10.9% |
| Other Punctuation | 8801 | 2.3% |
| Decimal Number | 6406 | 1.7% |
| Dash Punctuation | 1262 | 0.3% |
| Open Punctuation | 238 | 0.1% |
| Close Punctuation | 238 | 0.1% |
| Other Letter | 100 | < 0.1% |
| Math Symbol | 12 | < 0.1% |
| Other values (9) | 29 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 33256 | |
| a | 27177 | |
| o | 21800 | 8.3% |
| r | 21129 | 8.1% |
| i | 20184 | 7.7% |
| n | 18869 | 7.2% |
| t | 18489 | 7.1% |
| s | 15457 | 5.9% |
| l | 13043 | 5.0% |
| h | 9481 | 3.6% |
| Other values (82) | 62796 |
Other Letter
| Value | Count | Frequency (%) |
| ン | 6 | 6.0% |
| ク | 5 | 5.0% |
| つ | 3 | 3.0% |
| イ | 3 | 3.0% |
| ん | 3 | 3.0% |
| ト | 3 | 3.0% |
| ッ | 3 | 3.0% |
| ぽ | 2 | 2.0% |
| テ | 2 | 2.0% |
| こ | 2 | 2.0% |
| Other values (58) | 68 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 5523 | 10.0% |
| S | 4890 | 8.8% |
| C | 4512 | 8.2% |
| B | 3463 | 6.3% |
| G | 3365 | 6.1% |
| D | 3357 | 6.1% |
| M | 3228 | 5.8% |
| A | 3211 | 5.8% |
| W | 2572 | 4.6% |
| P | 2561 | 4.6% |
| Other values (43) | 18662 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 4776 | |
| ! | 1114 | 12.7% |
| ' | 1001 | 11.4% |
| , | 573 | 6.5% |
| . | 528 | 6.0% |
| & | 502 | 5.7% |
| ? | 154 | 1.7% |
| / | 44 | 0.5% |
| \ | 28 | 0.3% |
| " | 26 | 0.3% |
| Other values (9) | 55 | 0.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1695 | |
| 9 | 752 | |
| 4 | 743 | |
| 0 | 738 | |
| 2 | 549 | 8.6% |
| 8 | 521 | 8.1% |
| 5 | 429 | 6.7% |
| 3 | 354 | 5.5% |
| 6 | 319 | 5.0% |
| 7 | 306 | 4.8% |
Other Number
| Value | Count | Frequency (%) |
| ₂ | 2 | |
| ³ | 1 | |
| ⁶ | 1 | |
| ² | 1 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 10 | |
| × | 1 | 8.3% |
| ∞ | 1 | 8.3% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 9 | |
| € | 2 | 16.7% |
| ¥ | 1 | 8.3% |
Other Symbol
| Value | Count | Frequency (%) |
| ♥ | 1 | |
| № | 1 | |
| ° | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 40896 | ||
| 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1261 | |
| ‐ | 1 | 0.1% |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ́ | 1 | |
| ︎ | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 238 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 238 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 2 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 316972 | |
| Common | 57881 | 15.4% |
| Katakana | 54 | < 0.1% |
| Cyrillic | 27 | < 0.1% |
| Greek | 26 | < 0.1% |
| Han | 25 | < 0.1% |
| Hiragana | 21 | < 0.1% |
| Inherited | 2 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 33256 | 10.5% |
| a | 27177 | 8.6% |
| o | 21800 | 6.9% |
| r | 21129 | 6.7% |
| i | 20184 | 6.4% |
| n | 18869 | 6.0% |
| t | 18489 | 5.8% |
| s | 15457 | 4.9% |
| l | 13043 | 4.1% |
| h | 9481 | 3.0% |
| Other values (104) | 118087 |
Common
| Value | Count | Frequency (%) |
| 40896 | ||
| : | 4776 | 8.3% |
| 1 | 1695 | 2.9% |
| - | 1261 | 2.2% |
| ! | 1114 | 1.9% |
| ' | 1001 | 1.7% |
| 9 | 752 | 1.3% |
| 4 | 743 | 1.3% |
| 0 | 738 | 1.3% |
| , | 573 | 1.0% |
| Other values (43) | 4332 | 7.5% |
Katakana
| Value | Count | Frequency (%) |
| ン | 6 | 11.1% |
| ク | 5 | 9.3% |
| イ | 3 | 5.6% |
| ト | 3 | 5.6% |
| ッ | 3 | 5.6% |
| テ | 2 | 3.7% |
| ボ | 2 | 3.7% |
| ス | 2 | 3.7% |
| ャ | 2 | 3.7% |
| キ | 2 | 3.7% |
| Other values (21) | 24 |
Han
| Value | Count | Frequency (%) |
| 事 | 1 | 4.0% |
| 議 | 1 | 4.0% |
| 會 | 1 | 4.0% |
| 豬 | 1 | 4.0% |
| 客 | 1 | 4.0% |
| 道 | 1 | 4.0% |
| 猿 | 1 | 4.0% |
| 佳 | 1 | 4.0% |
| 醉 | 1 | 4.0% |
| 杯 | 1 | 4.0% |
| Other values (15) | 15 |
Greek
| Value | Count | Frequency (%) |
| α | 3 | |
| ο | 3 | |
| λ | 2 | 7.7% |
| μ | 2 | 7.7% |
| ά | 2 | 7.7% |
| ρ | 2 | 7.7% |
| ε | 2 | 7.7% |
| Ξ | 1 | 3.8% |
| θ | 1 | 3.8% |
| ι | 1 | 3.8% |
| Other values (7) | 7 |
Cyrillic
| Value | Count | Frequency (%) |
| т | 4 | |
| и | 4 | |
| р | 2 | |
| у | 2 | |
| а | 2 | |
| С | 2 | |
| в | 2 | |
| к | 2 | |
| Э | 2 | |
| п | 1 | 3.7% |
| Other values (4) | 4 |
Hiragana
| Value | Count | Frequency (%) |
| つ | 3 | |
| ん | 3 | |
| ぽ | 2 | |
| こ | 2 | |
| な | 2 | |
| ひ | 2 | |
| と | 2 | |
| ら | 1 | 4.8% |
| も | 1 | 4.8% |
| め | 1 | 4.8% |
| Other values (2) | 2 |
Inherited
| Value | Count | Frequency (%) |
| ́ | 1 | |
| ︎ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 374120 | |
| None | 744 | 0.2% |
| Katakana | 55 | < 0.1% |
| Cyrillic | 27 | < 0.1% |
| CJK | 25 | < 0.1% |
| Hiragana | 21 | < 0.1% |
| Punctuation | 8 | < 0.1% |
| Currency Symbols | 2 | < 0.1% |
| Diacriticals | 1 | < 0.1% |
| VS | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 40896 | 10.9% | |
| e | 33256 | 8.9% |
| a | 27177 | 7.3% |
| o | 21800 | 5.8% |
| r | 21129 | 5.6% |
| i | 20184 | 5.4% |
| n | 18869 | 5.0% |
| t | 18489 | 4.9% |
| s | 15457 | 4.1% |
| l | 13043 | 3.5% |
| Other values (73) | 143820 |
None
| Value | Count | Frequency (%) |
| é | 112 | |
| ä | 88 | 11.8% |
| ü | 86 | 11.6% |
| ö | 68 | 9.1% |
| ó | 42 | 5.6% |
| á | 35 | 4.7% |
| í | 22 | 3.0% |
| ł | 20 | 2.7% |
| ß | 19 | 2.6% |
| à | 19 | 2.6% |
| Other values (80) | 233 |
Katakana
| Value | Count | Frequency (%) |
| ン | 6 | 10.9% |
| ク | 5 | 9.1% |
| イ | 3 | 5.5% |
| ト | 3 | 5.5% |
| ッ | 3 | 5.5% |
| テ | 2 | 3.6% |
| ボ | 2 | 3.6% |
| ス | 2 | 3.6% |
| ャ | 2 | 3.6% |
| キ | 2 | 3.6% |
| Other values (22) | 25 |
Punctuation
| Value | Count | Frequency (%) |
| • | 4 | |
| … | 1 | 12.5% |
| ’ | 1 | 12.5% |
| ‐ | 1 | 12.5% |
| ‘ | 1 | 12.5% |
Cyrillic
| Value | Count | Frequency (%) |
| т | 4 | |
| и | 4 | |
| р | 2 | |
| у | 2 | |
| а | 2 | |
| С | 2 | |
| в | 2 | |
| к | 2 | |
| Э | 2 | |
| п | 1 | 3.7% |
| Other values (4) | 4 |
Hiragana
| Value | Count | Frequency (%) |
| つ | 3 | |
| ん | 3 | |
| ぽ | 2 | |
| こ | 2 | |
| な | 2 | |
| ひ | 2 | |
| と | 2 | |
| ら | 1 | 4.8% |
| も | 1 | 4.8% |
| め | 1 | 4.8% |
| Other values (2) | 2 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 2 |
CJK
| Value | Count | Frequency (%) |
| 事 | 1 | 4.0% |
| 議 | 1 | 4.0% |
| 會 | 1 | 4.0% |
| 豬 | 1 | 4.0% |
| 客 | 1 | 4.0% |
| 道 | 1 | 4.0% |
| 猿 | 1 | 4.0% |
| 佳 | 1 | 4.0% |
| 醉 | 1 | 4.0% |
| 杯 | 1 | 4.0% |
| Other values (15) | 15 |
Diacriticals
| Value | Count | Frequency (%) |
| ́ | 1 |
VS
| Value | Count | Frequency (%) |
| ︎ | 1 |
Misc Symbols
| Value | Count | Frequency (%) |
| ♥ | 1 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| № | 1 |
Math Operators
| Value | Count | Frequency (%) |
| ∞ | 1 |
Latin Ext Additional
| Value | Count | Frequency (%) |
| ộ | 1 |
Year Published
Real number (ℝ)
| Distinct | 188 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.2499 |
| Minimum | -3500 |
|---|---|
| Maximum | 2022 |
| Zeros | 185 |
| Zeros (%) | 0.9% |
| Negative | 10 |
| Negative (%) | < 0.1% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | -3500 |
|---|---|
| 5-th percentile | 1975 |
| Q1 | 2001 |
| median | 2011 |
| Q3 | 2016 |
| 95-th percentile | 2019 |
| Maximum | 2022 |
| Range | 5522 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 214.00318 |
|---|---|
| Coefficient of variation (CV) | 0.10785092 |
| Kurtosis | 142.7416 |
| Mean | 1984.2499 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -10.992009 |
| Sum | 40363611 |
| Variance | 45797.362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2017 | 1274 | 6.3% |
| 2016 | 1257 | 6.2% |
| 2018 | 1254 | 6.2% |
| 2019 | 1134 | 5.6% |
| 2015 | 1131 | 5.6% |
| 2014 | 987 | 4.9% |
| 2013 | 850 | 4.2% |
| 2012 | 815 | 4.0% |
| 2011 | 735 | 3.6% |
| 2010 | 692 | 3.4% |
| Other values (178) | 10213 |
| Value | Count | Frequency (%) |
| -3500 | 1 | < 0.1% |
| -3000 | 2 | < 0.1% |
| -2600 | 1 | < 0.1% |
| -2200 | 1 | < 0.1% |
| -1400 | 2 | < 0.1% |
| -1300 | 1 | < 0.1% |
| -200 | 1 | < 0.1% |
| -100 | 1 | < 0.1% |
| 0 | 185 | |
| 400 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2022 | 1 | < 0.1% |
| 2021 | 144 | 0.7% |
| 2020 | 684 | |
| 2019 | 1134 | |
| 2018 | 1254 | |
| 2017 | 1274 | |
| 2016 | 1257 | |
| 2015 | 1131 | |
| 2014 | 987 | |
| 2013 | 850 |
Min Players
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0197119 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 46 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.69036572 |
|---|---|
| Coefficient of variation (CV) | 0.34181395 |
| Kurtosis | 10.937481 |
| Mean | 2.0197119 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7359 |
| Sum | 41087 |
| Variance | 0.47660483 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 14076 | |
| 1 | 3270 | 16.1% |
| 3 | 2365 | 11.6% |
| 4 | 474 | 2.3% |
| 5 | 57 | 0.3% |
| 0 | 46 | 0.2% |
| 6 | 21 | 0.1% |
| 8 | 17 | 0.1% |
| 7 | 14 | 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.2% |
| 1 | 3270 | 16.1% |
| 2 | 14076 | |
| 3 | 2365 | 11.6% |
| 4 | 474 | 2.3% |
| 5 | 57 | 0.3% |
| 6 | 21 | 0.1% |
| 7 | 14 | 0.1% |
| 8 | 17 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 17 | 0.1% |
| 7 | 14 | 0.1% |
| 6 | 21 | 0.1% |
| 5 | 57 | 0.3% |
| 4 | 474 | 2.3% |
| 3 | 2365 | 11.6% |
| 2 | 14076 | |
| 1 | 3270 | 16.1% |
Max Players
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6722214 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 161 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 15.231376 |
|---|---|
| Coefficient of variation (CV) | 2.6852576 |
| Kurtosis | 2693.0695 |
| Mean | 5.6722214 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 43.498411 |
| Sum | 115390 |
| Variance | 231.99481 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 6376 | |
| 2 | 4074 | |
| 6 | 3723 | |
| 5 | 2814 | |
| 8 | 1154 | 5.7% |
| 10 | 380 | 1.9% |
| 1 | 313 | 1.5% |
| 7 | 309 | 1.5% |
| 3 | 272 | 1.3% |
| 12 | 236 | 1.2% |
| Other values (44) | 692 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 161 | 0.8% |
| 1 | 313 | 1.5% |
| 2 | 4074 | |
| 3 | 272 | 1.3% |
| 4 | 6376 | |
| 5 | 2814 | |
| 6 | 3723 | |
| 7 | 309 | 1.5% |
| 8 | 1154 | 5.7% |
| 9 | 73 | 0.4% |
| Value | Count | Frequency (%) |
| 999 | 3 | < 0.1% |
| 362 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 163 | 1 | < 0.1% |
| 127 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 100 | 14 | 0.1% |
| 99 | 136 | |
| 75 | 2 | < 0.1% |
| 69 | 1 | < 0.1% |
Play Time
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.294548 |
| Minimum | 0 |
|---|---|
| Maximum | 60000 |
| Zeros | 556 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 30 |
| median | 45 |
| Q3 | 90 |
| 95-th percentile | 240 |
| Maximum | 60000 |
| Range | 60000 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 545.4472 |
|---|---|
| Coefficient of variation (CV) | 5.9745868 |
| Kurtosis | 7406.6538 |
| Mean | 91.294548 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 73.637778 |
| Sum | 1857205 |
| Variance | 297512.65 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30 | 3638 | |
| 60 | 3003 | |
| 45 | 2107 | |
| 20 | 2026 | |
| 120 | 1618 | |
| 90 | 1591 | |
| 15 | 1230 | 6.0% |
| 180 | 805 | 4.0% |
| 10 | 758 | 3.7% |
| 0 | 556 | 2.7% |
| Other values (106) | 3011 |
| Value | Count | Frequency (%) |
| 0 | 556 | |
| 1 | 23 | 0.1% |
| 2 | 11 | 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 138 | 0.7% |
| 6 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 758 |
| Value | Count | Frequency (%) |
| 60000 | 1 | < 0.1% |
| 22500 | 1 | < 0.1% |
| 17280 | 1 | < 0.1% |
| 14400 | 1 | < 0.1% |
| 12000 | 2 | < 0.1% |
| 10000 | 1 | < 0.1% |
| 8640 | 1 | < 0.1% |
| 7920 | 1 | < 0.1% |
| 6000 | 8 | |
| 5400 | 1 | < 0.1% |
Min Age
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6014845 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 1251 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 14 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.6454579 |
|---|---|
| Coefficient of variation (CV) | 0.37967649 |
| Kurtosis | 0.96300028 |
| Mean | 9.6014845 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.85045773 |
| Sum | 195323 |
| Variance | 13.289364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 12 | 4704 | |
| 8 | 4065 | |
| 10 | 3870 | |
| 14 | 1780 | 8.7% |
| 0 | 1251 | 6.1% |
| 13 | 1133 | 5.6% |
| 6 | 917 | 4.5% |
| 7 | 809 | 4.0% |
| 5 | 436 | 2.1% |
| 9 | 326 | 1.6% |
| Other values (11) | 1052 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 1251 | 6.1% |
| 1 | 2 | < 0.1% |
| 2 | 15 | 0.1% |
| 3 | 114 | 0.6% |
| 4 | 268 | 1.3% |
| 5 | 436 | 2.1% |
| 6 | 917 | 4.5% |
| 7 | 809 | 4.0% |
| 8 | 4065 | |
| 9 | 326 | 1.6% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 21 | 11 | 0.1% |
| 18 | 171 | 0.8% |
| 17 | 59 | 0.3% |
| 16 | 167 | 0.8% |
| 15 | 147 | 0.7% |
| 14 | 1780 | 8.7% |
| 13 | 1133 | 5.6% |
| 12 | 4704 | |
| 11 | 97 | 0.5% |
Users Rated
Real number (ℝ)
| Distinct | 2973 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 840.97139 |
| Minimum | 30 |
|---|---|
| Maximum | 102214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 55 |
| median | 120 |
| Q3 | 385 |
| 95-th percentile | 3158.9 |
| Maximum | 102214 |
| Range | 102184 |
| Interquartile range (IQR) | 330 |
Descriptive statistics
| Standard deviation | 3511.5622 |
|---|---|
| Coefficient of variation (CV) | 4.1756025 |
| Kurtosis | 223.41521 |
| Mean | 840.97139 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | 12.353199 |
| Sum | 17107881 |
| Variance | 12331069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30 | 271 | 1.3% |
| 33 | 263 | 1.3% |
| 31 | 262 | 1.3% |
| 35 | 250 | 1.2% |
| 32 | 248 | 1.2% |
| 34 | 243 | 1.2% |
| 39 | 239 | 1.2% |
| 38 | 220 | 1.1% |
| 41 | 217 | 1.1% |
| 44 | 211 | 1.0% |
| Other values (2963) | 17919 |
| Value | Count | Frequency (%) |
| 30 | 271 | |
| 31 | 262 | |
| 32 | 248 | |
| 33 | 263 | |
| 34 | 243 | |
| 35 | 250 | |
| 36 | 210 | |
| 37 | 207 | |
| 38 | 220 | |
| 39 | 239 |
| Value | Count | Frequency (%) |
| 102214 | 1 | |
| 101853 | 1 | |
| 101510 | 1 | |
| 84371 | 1 | |
| 78089 | 1 | |
| 71611 | 1 | |
| 67688 | 1 | |
| 64864 | 1 | |
| 63498 | 1 | |
| 63128 | 1 |
Rating Average
Real number (ℝ)
| Distinct | 622 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4032267 |
| Minimum | 1.05 |
|---|---|
| Maximum | 9.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 4.82 |
| Q1 | 5.82 |
| median | 6.43 |
| Q3 | 7.03 |
| 95-th percentile | 7.88 |
| Maximum | 9.58 |
| Range | 8.53 |
| Interquartile range (IQR) | 1.21 |
Descriptive statistics
| Standard deviation | 0.93591053 |
|---|---|
| Coefficient of variation (CV) | 0.14616233 |
| Kurtosis | 0.70059269 |
| Mean | 6.4032267 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -0.29971779 |
| Sum | 130260.84 |
| Variance | 0.87592851 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.5 | 110 | 0.5% |
| 6.38 | 109 | 0.5% |
| 6.43 | 107 | 0.5% |
| 6.67 | 104 | 0.5% |
| 6.72 | 104 | 0.5% |
| 6.27 | 103 | 0.5% |
| 6.28 | 103 | 0.5% |
| 6.51 | 103 | 0.5% |
| 6.53 | 102 | 0.5% |
| 6.17 | 102 | 0.5% |
| Other values (612) | 19296 |
| Value | Count | Frequency (%) |
| 1.05 | 1 | |
| 1.1 | 1 | |
| 1.32 | 1 | |
| 1.43 | 1 | |
| 1.5 | 1 | |
| 1.54 | 1 | |
| 1.55 | 1 | |
| 1.78 | 1 | |
| 1.9 | 1 | |
| 2.06 | 1 |
| Value | Count | Frequency (%) |
| 9.58 | 1 | |
| 9.54 | 1 | |
| 9.46 | 1 | |
| 9.43 | 2 | |
| 9.34 | 1 | |
| 9.31 | 1 | |
| 9.25 | 1 | |
| 9.24 | 2 | |
| 9.23 | 2 | |
| 9.22 | 1 |
BGG Rank
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 20343 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10172.89 |
| Minimum | 1 |
|---|---|
| Maximum | 20344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1018.1 |
| Q1 | 5087.5 |
| median | 10173 |
| Q3 | 15258.5 |
| 95-th percentile | 19326.9 |
| Maximum | 20344 |
| Range | 20343 |
| Interquartile range (IQR) | 10171 |
Descriptive statistics
| Standard deviation | 5872.8316 |
|---|---|
| Coefficient of variation (CV) | 0.57730216 |
| Kurtosis | -1.1999292 |
| Mean | 10172.89 |
| Median Absolute Deviation (MAD) | 5086 |
| Skewness | -7.7848833 × 10-5 |
| Sum | 2.0694711 × 108 |
| Variance | 34490151 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 13562 | 1 | < 0.1% |
| 13569 | 1 | < 0.1% |
| 13568 | 1 | < 0.1% |
| 13567 | 1 | < 0.1% |
| 13566 | 1 | < 0.1% |
| 13565 | 1 | < 0.1% |
| 13564 | 1 | < 0.1% |
| 13563 | 1 | < 0.1% |
| 13561 | 1 | < 0.1% |
| Other values (20333) | 20333 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 20344 | 1 | |
| 20343 | 1 | |
| 20342 | 1 | |
| 20341 | 1 | |
| 20340 | 1 | |
| 20339 | 1 | |
| 20338 | 1 | |
| 20337 | 1 | |
| 20336 | 1 | |
| 20335 | 1 |
Complexity Average
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 379 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9911876 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 426 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.33 |
| median | 1.97 |
| Q3 | 2.54 |
| 95-th percentile | 3.529 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1.21 |
Descriptive statistics
| Standard deviation | 0.84890322 |
|---|---|
| Coefficient of variation (CV) | 0.4263301 |
| Kurtosis | 0.012871143 |
| Mean | 1.9911876 |
| Median Absolute Deviation (MAD) | 0.63 |
| Skewness | 0.41369357 |
| Sum | 40506.73 |
| Variance | 0.72063668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 2306 | 11.3% |
| 2 | 1563 | 7.7% |
| 1.5 | 692 | 3.4% |
| 3 | 498 | 2.4% |
| 1.33 | 448 | 2.2% |
| 0 | 426 | 2.1% |
| 1.67 | 407 | 2.0% |
| 2.5 | 394 | 1.9% |
| 2.33 | 296 | 1.5% |
| 1.25 | 292 | 1.4% |
| Other values (369) | 13021 |
| Value | Count | Frequency (%) |
| 0 | 426 | 2.1% |
| 1 | 2306 | |
| 1.01 | 1 | < 0.1% |
| 1.02 | 12 | 0.1% |
| 1.03 | 22 | 0.1% |
| 1.04 | 28 | 0.1% |
| 1.05 | 53 | 0.3% |
| 1.06 | 55 | 0.3% |
| 1.07 | 48 | 0.2% |
| 1.08 | 66 | 0.3% |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 4.93 | 1 | |
| 4.91 | 2 | |
| 4.9 | 1 | |
| 4.89 | 2 | |
| 4.86 | 1 | |
| 4.84 | 1 | |
| 4.8 | 1 | |
| 4.78 | 1 | |
| 4.77 | 1 |
Owned Users
Real number (ℝ)
| Distinct | 3997 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 23 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1408.4576 |
| Minimum | 0 |
|---|---|
| Maximum | 155312 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 146 |
| median | 309 |
| Q3 | 864 |
| 95-th percentile | 5240.4 |
| Maximum | 155312 |
| Range | 155312 |
| Interquartile range (IQR) | 718 |
Descriptive statistics
| Standard deviation | 5040.1793 |
|---|---|
| Coefficient of variation (CV) | 3.5785097 |
| Kurtosis | 231.0049 |
| Mean | 1408.4576 |
| Median Absolute Deviation (MAD) | 208 |
| Skewness | 12.312356 |
| Sum | 28619859 |
| Variance | 25403408 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 122 | 67 | 0.3% |
| 80 | 66 | 0.3% |
| 109 | 63 | 0.3% |
| 105 | 63 | 0.3% |
| 73 | 63 | 0.3% |
| 106 | 63 | 0.3% |
| 103 | 62 | 0.3% |
| 119 | 61 | 0.3% |
| 100 | 60 | 0.3% |
| 104 | 59 | 0.3% |
| Other values (3987) | 19693 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 3 | 4 | |
| 4 | 1 | < 0.1% |
| 5 | 3 | |
| 6 | 7 | |
| 7 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | |
| 11 | 2 | < 0.1% |
| 12 | 7 |
| Value | Count | Frequency (%) |
| 155312 | 1 | |
| 154531 | 1 | |
| 149337 | 1 | |
| 112410 | 1 | |
| 107682 | 1 | |
| 101839 | 1 | |
| 97463 | 1 | |
| 94343 | 1 | |
| 92896 | 1 | |
| 87099 | 1 |
Mechanics
Categorical
HIGH CARDINALITY MISSING
| Distinct | 7381 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 1598 |
| Missing (%) | 7.9% |
| Memory size | 159.1 KiB |
| Hand Management | 432 |
|---|---|
| Hexagon Grid | 412 |
| Dice Rolling | 372 |
| Roll / Spin and Move | 369 |
| Tile Placement | 285 |
| Other values (7376) |
Length
| Max length | 406 |
|---|---|
| Median length | 241 |
| Mean length | 51.119605 |
| Min length | 4 |
Characters and Unicode
| Total characters | 958237 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5866 ? |
|---|---|
| Unique (%) | 31.3% |
Sample
| 1st row | Action Queue, Action Retrieval, Campaign / Battle Card Driven, Card Play Conflict Resolution, Communication Limits, Cooperative Game, Deck Construction, Deck Bag and Pool Building, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Modular Board, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Storytelling, Variable Player Powers |
|---|---|
| 2nd row | Action Points, Cooperative Game, Hand Management, Legacy Game, Point to Point Movement, Set Collection, Trading, Variable Player Powers |
| 3rd row | Hand Management, Income, Loans, Market, Network and Route Building, Score-and-Reset Game, Tech Trees / Tech Tracks, Turn Order: Stat-Based, Variable Set-up |
| 4th row | Card Drafting, Drafting, End Game Bonuses, Hand Management, Hexagon Grid, Income, Set Collection, Solo / Solitaire Game, Take That, Tile Placement, Turn Order: Progressive, Variable Player Powers |
| 5th row | Action Drafting, Area Majority / Influence, Area-Impulse, Dice Rolling, Follow, Grid Movement, Hexagon Grid, Modular Board, Trading, Variable Phase Order, Variable Player Powers, Voting |
Common Values
| Value | Count | Frequency (%) |
| Hand Management | 432 | 2.1% |
| Hexagon Grid | 412 | 2.0% |
| Dice Rolling | 372 | 1.8% |
| Roll / Spin and Move | 369 | 1.8% |
| Tile Placement | 285 | 1.4% |
| Dice Rolling, Hexagon Grid, Simulation | 260 | 1.3% |
| Dice Rolling, Hexagon Grid | 256 | 1.3% |
| Set Collection | 231 | 1.1% |
| Hand Management, Set Collection | 179 | 0.9% |
| Pattern Recognition | 155 | 0.8% |
| Other values (7371) | 15794 | |
| (Missing) | 1598 | 7.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| dice | 5728 | 4.4% |
| rolling | 5672 | 4.3% |
| 5185 | 4.0% | |
| movement | 4247 | 3.2% |
| hand | 4152 | 3.2% |
| management | 4152 | 3.2% |
| grid | 3954 | 3.0% |
| game | 3728 | 2.8% |
| and | 3675 | 2.8% |
| player | 3223 | 2.5% |
| Other values (267) | 87508 |
Most occurring characters
| Value | Count | Frequency (%) |
| 112479 | 11.7% | |
| e | 87765 | 9.2% |
| n | 70821 | 7.4% |
| a | 67340 | 7.0% |
| i | 67130 | 7.0% |
| o | 60532 | 6.3% |
| t | 50845 | 5.3% |
| l | 50080 | 5.2% |
| r | 40395 | 4.2% |
| , | 38055 | 4.0% |
| Other values (46) | 312795 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 672960 | |
| Uppercase Letter | 124158 | 13.0% |
| Space Separator | 112479 | 11.7% |
| Other Punctuation | 44583 | 4.7% |
| Dash Punctuation | 4057 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 87765 | |
| n | 70821 | |
| a | 67340 | |
| i | 67130 | |
| o | 60532 | |
| t | 50845 | |
| l | 50080 | 7.4% |
| r | 40395 | 6.0% |
| d | 25846 | 3.8% |
| c | 25105 | 3.7% |
| Other values (15) | 127101 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 17542 | |
| M | 14580 | |
| S | 12947 | |
| D | 10430 | |
| R | 10056 | |
| C | 9208 | |
| B | 8037 | |
| G | 7726 | 6.2% |
| A | 6996 | 5.6% |
| H | 6942 | 5.6% |
| Other values (15) | 19694 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 38055 | |
| / | 6282 | 14.1% |
| : | 233 | 0.5% |
| ' | 13 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 112479 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4057 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 797118 | |
| Common | 161119 | 16.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 87765 | 11.0% |
| n | 70821 | 8.9% |
| a | 67340 | 8.4% |
| i | 67130 | 8.4% |
| o | 60532 | 7.6% |
| t | 50845 | 6.4% |
| l | 50080 | 6.3% |
| r | 40395 | 5.1% |
| d | 25846 | 3.2% |
| c | 25105 | 3.1% |
| Other values (40) | 251259 |
Common
| Value | Count | Frequency (%) |
| 112479 | ||
| , | 38055 | 23.6% |
| / | 6282 | 3.9% |
| - | 4057 | 2.5% |
| : | 233 | 0.1% |
| ' | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 958237 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 112479 | 11.7% | |
| e | 87765 | 9.2% |
| n | 70821 | 7.4% |
| a | 67340 | 7.0% |
| i | 67130 | 7.0% |
| o | 60532 | 6.3% |
| t | 50845 | 5.3% |
| l | 50080 | 5.2% |
| r | 40395 | 4.2% |
| , | 38055 | 4.0% |
| Other values (46) | 312795 |
Domains
Categorical
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 10159 |
| Missing (%) | 49.9% |
| Memory size | 159.1 KiB |
| Wargames | |
|---|---|
| Strategy Games | |
| Family Games | |
| Abstract Games | |
| Children's Games | |
| Other values (34) |
Length
| Max length | 46 |
|---|---|
| Median length | 44 |
| Mean length | 14.089258 |
| Min length | 8 |
Characters and Unicode
| Total characters | 143485 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Strategy Games, Thematic Games |
|---|---|
| 2nd row | Strategy Games, Thematic Games |
| 3rd row | Strategy Games |
| 4th row | Strategy Games |
| 5th row | Strategy Games, Thematic Games |
Common Values
| Value | Count | Frequency (%) |
| Wargames | 3029 | 14.9% |
| Strategy Games | 1455 | 7.2% |
| Family Games | 1340 | 6.6% |
| Abstract Games | 869 | 4.3% |
| Children's Games | 708 | 3.5% |
| Thematic Games | 647 | 3.2% |
| Party Games | 409 | 2.0% |
| Family Games, Strategy Games | 354 | 1.7% |
| Customizable Games | 235 | 1.2% |
| Strategy Games, Thematic Games | 217 | 1.1% |
| Other values (29) | 921 | 4.5% |
| (Missing) | 10159 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| games | 8373 | |
| wargames | 3316 | 16.5% |
| strategy | 2205 | 11.0% |
| family | 2173 | 10.8% |
| thematic | 1174 | 5.9% |
| abstract | 1070 | 5.3% |
| children's | 849 | 4.2% |
| party | 605 | 3.0% |
| customizable | 297 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 22529 | |
| e | 16214 | |
| m | 15333 | |
| s | 13905 | |
| 9878 | 6.9% | |
| t | 8626 | 6.0% |
| G | 8373 | 5.8% |
| r | 8045 | 5.6% |
| g | 5521 | 3.8% |
| y | 4983 | 3.5% |
| Other values (19) | 30078 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 111191 | |
| Uppercase Letter | 20062 | 14.0% |
| Space Separator | 9878 | 6.9% |
| Other Punctuation | 2354 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 22529 | |
| e | 16214 | |
| m | 15333 | |
| s | 13905 | |
| t | 8626 | 7.8% |
| r | 8045 | 7.2% |
| g | 5521 | 5.0% |
| y | 4983 | 4.5% |
| i | 4493 | 4.0% |
| l | 3319 | 3.0% |
| Other values (8) | 8223 | 7.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 8373 | |
| W | 3316 | 16.5% |
| S | 2205 | 11.0% |
| F | 2173 | 10.8% |
| T | 1174 | 5.9% |
| C | 1146 | 5.7% |
| A | 1070 | 5.3% |
| P | 605 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1505 | |
| ' | 849 |
Space Separator
| Value | Count | Frequency (%) |
| 9878 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 131253 | |
| Common | 12232 | 8.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 22529 | |
| e | 16214 | |
| m | 15333 | |
| s | 13905 | |
| t | 8626 | 6.6% |
| G | 8373 | 6.4% |
| r | 8045 | 6.1% |
| g | 5521 | 4.2% |
| y | 4983 | 3.8% |
| i | 4493 | 3.4% |
| Other values (16) | 23231 |
Common
| Value | Count | Frequency (%) |
| 9878 | ||
| , | 1505 | 12.3% |
| ' | 849 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 143485 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 22529 | |
| e | 16214 | |
| m | 15333 | |
| s | 13905 | |
| 9878 | 6.9% | |
| t | 8626 | 6.0% |
| G | 8373 | 5.8% |
| r | 8045 | 5.6% |
| g | 5521 | 3.8% |
| y | 4983 | 3.5% |
| Other values (19) | 30078 |
| ID | Year Published | Min Players | Max Players | Play Time | Min Age | Users Rated | Rating Average | BGG Rank | Complexity Average | Owned Users | Domains | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | 1.000 | 0.946 | -0.140 | 0.045 | -0.101 | 0.079 | -0.023 | 0.398 | -0.225 | -0.059 | -0.013 | 0.128 |
| Year Published | 0.946 | 1.000 | -0.133 | 0.059 | -0.063 | 0.120 | 0.054 | 0.423 | -0.286 | -0.020 | 0.066 | 0.098 |
| Min Players | -0.140 | -0.133 | 1.000 | 0.316 | -0.094 | -0.014 | -0.014 | -0.208 | 0.115 | -0.192 | -0.056 | 0.198 |
| Max Players | 0.045 | 0.059 | 0.316 | 1.000 | -0.090 | -0.012 | 0.074 | -0.188 | 0.083 | -0.298 | 0.007 | 0.024 |
| Play Time | -0.101 | -0.063 | -0.094 | -0.090 | 1.000 | 0.466 | 0.133 | 0.362 | -0.266 | 0.669 | 0.211 | 0.000 |
| Min Age | 0.079 | 0.120 | -0.014 | -0.012 | 0.466 | 1.000 | 0.165 | 0.282 | -0.253 | 0.433 | 0.224 | 0.370 |
| Users Rated | -0.023 | 0.054 | -0.014 | 0.074 | 0.133 | 0.165 | 1.000 | 0.250 | -0.710 | 0.172 | 0.927 | 0.043 |
| Rating Average | 0.398 | 0.423 | -0.208 | -0.188 | 0.362 | 0.282 | 0.250 | 1.000 | -0.766 | 0.507 | 0.273 | 0.383 |
| BGG Rank | -0.225 | -0.286 | 0.115 | 0.083 | -0.266 | -0.253 | -0.710 | -0.766 | 1.000 | -0.400 | -0.689 | 0.235 |
| Complexity Average | -0.059 | -0.020 | -0.192 | -0.298 | 0.669 | 0.433 | 0.172 | 0.507 | -0.400 | 1.000 | 0.238 | 0.325 |
| Owned Users | -0.013 | 0.066 | -0.056 | 0.007 | 0.211 | 0.224 | 0.927 | 0.273 | -0.689 | 0.238 | 1.000 | 0.059 |
| Domains | 0.128 | 0.098 | 0.198 | 0.024 | 0.000 | 0.370 | 0.043 | 0.383 | 0.235 | 0.325 | 0.059 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| ID | Name | Year Published | Min Players | Max Players | Play Time | Min Age | Users Rated | Rating Average | BGG Rank | Complexity Average | Owned Users | Mechanics | Domains | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 174430.0 | Gloomhaven | 2017.0 | 1 | 4 | 120 | 14 | 42055 | 8.79 | 1 | 3.86 | 68323.0 | Action Queue, Action Retrieval, Campaign / Battle Card Driven, Card Play Conflict Resolution, Communication Limits, Cooperative Game, Deck Construction, Deck Bag and Pool Building, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Modular Board, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Storytelling, Variable Player Powers | Strategy Games, Thematic Games |
| 1 | 161936.0 | Pandemic Legacy: Season 1 | 2015.0 | 2 | 4 | 60 | 13 | 41643 | 8.61 | 2 | 2.84 | 65294.0 | Action Points, Cooperative Game, Hand Management, Legacy Game, Point to Point Movement, Set Collection, Trading, Variable Player Powers | Strategy Games, Thematic Games |
| 2 | 224517.0 | Brass: Birmingham | 2018.0 | 2 | 4 | 120 | 14 | 19217 | 8.66 | 3 | 3.91 | 28785.0 | Hand Management, Income, Loans, Market, Network and Route Building, Score-and-Reset Game, Tech Trees / Tech Tracks, Turn Order: Stat-Based, Variable Set-up | Strategy Games |
| 3 | 167791.0 | Terraforming Mars | 2016.0 | 1 | 5 | 120 | 12 | 64864 | 8.43 | 4 | 3.24 | 87099.0 | Card Drafting, Drafting, End Game Bonuses, Hand Management, Hexagon Grid, Income, Set Collection, Solo / Solitaire Game, Take That, Tile Placement, Turn Order: Progressive, Variable Player Powers | Strategy Games |
| 4 | 233078.0 | Twilight Imperium: Fourth Edition | 2017.0 | 3 | 6 | 480 | 14 | 13468 | 8.70 | 5 | 4.22 | 16831.0 | Action Drafting, Area Majority / Influence, Area-Impulse, Dice Rolling, Follow, Grid Movement, Hexagon Grid, Modular Board, Trading, Variable Phase Order, Variable Player Powers, Voting | Strategy Games, Thematic Games |
| 5 | 291457.0 | Gloomhaven: Jaws of the Lion | 2020.0 | 1 | 4 | 120 | 14 | 8392 | 8.87 | 6 | 3.55 | 21609.0 | Action Queue, Campaign / Battle Card Driven, Communication Limits, Cooperative Game, Critical Hits and Failures, Deck Construction, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Line of Sight, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Variable Player Powers | Strategy Games, Thematic Games |
| 6 | 182028.0 | Through the Ages: A New Story of Civilization | 2015.0 | 2 | 4 | 120 | 14 | 23061 | 8.43 | 7 | 4.41 | 26985.0 | Action Points, Auction/Bidding, Auction: Dutch, Card Drafting, Events, Income, Take That | Strategy Games |
| 7 | 220308.0 | Gaia Project | 2017.0 | 1 | 4 | 150 | 12 | 16352 | 8.49 | 8 | 4.35 | 20312.0 | End Game Bonuses, Hexagon Grid, Income, Modular Board, Network and Route Building, Solo / Solitaire Game, Tech Trees / Tech Tracks, Turn Order: Pass Order, Variable Player Powers, Variable Set-up, Victory Points as a Resource | Strategy Games |
| 8 | 187645.0 | Star Wars: Rebellion | 2016.0 | 2 | 4 | 240 | 14 | 23081 | 8.42 | 9 | 3.71 | 34849.0 | Area Majority / Influence, Area Movement, Area-Impulse, Delayed Purchase, Dice Rolling, Hand Management, Team-Based Game, Variable Player Powers | Thematic Games |
| 9 | 12333.0 | Twilight Struggle | 2005.0 | 2 | 2 | 180 | 13 | 40814 | 8.29 | 10 | 3.59 | 56219.0 | Action/Event, Advantage Token, Area Majority / Influence, Campaign / Battle Card Driven, Dice Rolling, Hand Management, Simulation, Simultaneous Action Selection, Sudden Death Ending, Tug of War | Strategy Games, Wargames |
| ID | Name | Year Published | Min Players | Max Players | Play Time | Min Age | Users Rated | Rating Average | BGG Rank | Complexity Average | Owned Users | Mechanics | Domains | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20333 | 3737.0 | Operation | 1965.0 | 1 | 6 | 10 | 6 | 3617 | 4.10 | 20335 | 1.11 | 6096.0 | Simulation | Children's Games |
| 20334 | 3522.0 | LCR | 1983.0 | 3 | 12 | 20 | 5 | 1835 | 3.42 | 20336 | 1.05 | 3441.0 | Dice Rolling | Children's Games, Party Games |
| 20335 | 1406.0 | Monopoly | 1933.0 | 2 | 8 | 180 | 8 | 28999 | 4.39 | 20337 | 1.65 | 40255.0 | Auction/Bidding, Income, Loans, Lose a Turn, Player Elimination, Roll / Spin and Move, Set Collection, Stock Holding, Track Movement, Trading | Family Games |
| 20336 | 2921.0 | The Game of Life | 1960.0 | 2 | 6 | 60 | 8 | 10658 | 4.30 | 20338 | 1.18 | 16692.0 | Roll / Spin and Move, Simulation | Family Games |
| 20337 | 1410.0 | Trouble | 1965.0 | 2 | 4 | 45 | 4 | 3255 | 3.79 | 20339 | 1.05 | 4962.0 | Roll / Spin and Move | Children's Games |
| 20338 | 16398.0 | War | 0.0 | 2 | 2 | 30 | 4 | 1340 | 2.28 | 20340 | 1.00 | 427.0 | NaN | Children's Games |
| 20339 | 7316.0 | Bingo | 1530.0 | 2 | 99 | 60 | 5 | 2154 | 2.85 | 20341 | 1.05 | 1533.0 | Betting and Bluffing, Bingo, Pattern Recognition | Party Games |
| 20340 | 5048.0 | Candy Land | 1949.0 | 2 | 4 | 30 | 3 | 4006 | 3.18 | 20342 | 1.08 | 5788.0 | Roll / Spin and Move | Children's Games |
| 20341 | 5432.0 | Chutes and Ladders | -200.0 | 2 | 6 | 30 | 3 | 3783 | 2.86 | 20343 | 1.02 | 4400.0 | Dice Rolling, Grid Movement, Race, Roll / Spin and Move, Square Grid | Children's Games |
| 20342 | 11901.0 | Tic-Tac-Toe | -1300.0 | 2 | 2 | 1 | 4 | 3275 | 2.68 | 20344 | 1.16 | 1374.0 | Paper-and-Pencil, Pattern Building | Abstract Games, Children's Games |